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These books are ranked using the relationships labels extracted for The Gordian Protocol.
Relationships labels used: romance, love story, mentor student, ally partnership, heroic teamwork, future past collaboration, power struggle, rival factions
This does not mean the books share the same plot, setting, quality, or difficulty. It means their relationships embeddings are close.
A teen villain-in-training and his allies face rogue supervillains, a kidnapped leader, and a looming catastrophic weapon.
Why this is here
Relationships labels: friendship · teamwork · loyalty · found family · romantic triangle · mentor-student · betrayal · rival factions · power struggle
Semantic match: ranked by relationships
Distance: 0.1050
An overpowered time-looping courier tries every path through a superpowered, post-apocalyptic city to reach one perfect outcome.
Why this is here
Relationships labels: friendship · romance · rivalry · hero villain · ally switching · faction politics · long-lost friend · love interest
Semantic match: ranked by relationships
Distance: 0.1263
A spider-power outbreak turns Manhattan into chaos, forcing Spider-Man and allies to stop the infection and save the city.
Why this is here
Relationships labels: mentor-student · romantic tension · ex-partners · team-up · hero alliance · family responsibility · rivalry
Semantic match: ranked by relationships
Distance: 0.1274
In the final Pendragon showdown, Bobby and the Travelers race across worlds to stop Saint Dane and learn Halla’s truth.
Why this is here
Relationships labels: friendship · teamwork · mentor-student · romantic tension · rivalry · found family · loyalty · betrayal
Semantic match: ranked by relationships
Distance: 0.1298
A stranded grad student must survive a system-driven apocalypse, fight monsters barehanded, and grow into power.
Why this is here
Relationships labels: allies · support characters · romance subplot · love interest · friendship · faction rivalry · team battles · nonhuman bonds · community defense
Semantic match: ranked by relationships
Distance: 0.1301
A superpowered teen can command anyone by voice, forcing a battered hero team to stop him before chaos swallows the world.
Why this is here
Relationships labels: team alliance · friend group · romantic tension · power struggle · hero rivalry · leader dynamic · found family · betrayal · mentor-like guidance
Semantic match: ranked by relationships
Distance: 0.1382
Beast pulls the original X-Men from the past into a troubled present to confront the mutant future they become.
Why this is here
Relationships labels: mentor-student · self-confrontation · team conflict · rival factions · old friends
Semantic match: ranked by relationships
Distance: 0.1388
Luke and Leia crash on an Imperial-held swamp world and race to find a Force-linked crystal before Vader does.
Why this is here
Relationships labels: romantic tension · heroic partnership · mentor-mentee · rivalry · forced alliance · power imbalance · protective bond
Semantic match: ranked by relationships
Distance: 0.1407
A CDC doctor races to contain a deadly, unidentified pathogen spreading from Hawaii while hidden forces exploit the outbreak.
Why this is here
Relationships labels: colleague partnership · professional teamwork · romance subplot · love interest · mentor help · government hierarchy · trust issues · community breakdown · power struggle · betrayal
Semantic match: ranked by relationships
Distance: 0.1424
A young Traveler reaches a drought-stricken desert territory where warring tribes, hidden powers, and a ruthless enemy collide.
Why this is here
Relationships labels: friendship · romantic tension · love triangle · tribal rivalry · mentor-student · cross-cultural connection · allyship · enemy pursuit
Semantic match: ranked by relationships
Distance: 0.1432
A Sigma Force mission races from Copenhagen to the Himalayas to stop a Nazi-linked scientific plot and a spreading madness.
Why this is here
Relationships labels: teamwork · alliance · romantic thread · developing romance · work partnership · professional trust · mentor-like leadership · group loyalty · rival forces · good guys vs bad guys
Semantic match: ranked by relationships
Distance: 0.1442
A geeky wizard heads to Atlantis for a magical summit, where romance, murder, and time-travel chaos collide.
Why this is here
Relationships labels: unrequited romance · love triangle · mentor-student · rivalry · female friendship · romantic tension · future self
Semantic match: ranked by relationships
Distance: 0.1444
